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Excellent question. Strong has good references: אני ,אנכי. Gesenius discusses this here at the beginning and in the footnotes.

It appears that אנכי is the more "original", and אני is a derived, localised form, based both on comparison to other languages, and the fact that אנכי is more common in earlier texts, and becomes less so in later texts.